{"schema_version":"onlylabs.public_signal.v1","title":"Baidu (ERNIE) Release: PaddlePaddle/PaddleSlim v2.2.2","description":"Baidu (ERNIE) release signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/9bb65749-41bb-4dfb-985e-dd5764eda856","json_url":"https://onlylabs.fyi/signals/9bb65749-41bb-4dfb-985e-dd5764eda856/signal.json","generated_at":"2026-06-11T03:45:50.953602+00:00","org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/baidu","dossier_json_url":"https://onlylabs.fyi/labs/baidu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/9bb65749-41bb-4dfb-985e-dd5764eda856","signal_json":"https://onlylabs.fyi/signals/9bb65749-41bb-4dfb-985e-dd5764eda856/signal.json","source":"https://github.com/PaddlePaddle/PaddleSlim/releases/tag/v2.2.2","lab_dossier":"https://onlylabs.fyi/labs/baidu","lab_dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis":"https://onlylabs.fyi/analysis/baidu","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/releases","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","data_business":null},"answer_pack":{"answer":"Baidu (ERNIE) published PaddlePaddle/PaddleSlim v2.2.2 (PaddlePaddle/PaddleSlim). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2.2.2 Repository: PaddlePaddle/PaddleSlim Tag: v2.2.2 Published: 2022-01-21T06:37:18Z Prerelease: no Release notes: v2.2.2 Release Note 问题修复 1. 离线量化支持DataLoader..... onlylabs links this event to 1 captured evidence page and 6 related release signals.","signal_desk":"releases","source_context":{"source_url":"https://github.com/PaddlePaddle/PaddleSlim/releases/tag/v2.2.2","source_host":"github.com","occurred_at":"2022-01-21T06:37:18+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","context":"PaddlePaddle/PaddleSlim"},"context_markers":[{"label":"Lab","value":"Baidu (ERNIE)","source":"signal"},{"label":"Signal desk","value":"releases","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"PaddlePaddle/PaddleSlim","source":"source"},{"label":"Release","value":"v2.2.2","source":"source"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/PaddlePaddle/PaddleSlim/releases/tag/v2.2.2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:45:50.953602+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9bb65749-41bb-4dfb-985e-dd5764eda856/signal.json","dossier_json":"https://onlylabs.fyi/labs/baidu/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baidu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baidu/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/releases/signals.json","topic_feed":"https://onlylabs.fyi/topics/releases/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","evidence_focus":["model card","release note","version or tag","pipeline tag","license","downloads, likes, stars, and linked papers"],"extraction_questions":["What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Which launches create new eval, data, infra, or deployment needs?","Which shipped signals are missing captured page context?"],"signal_questions":["What changed in this release, and what downstream data or infrastructure need could it create?","What actually shipped, and through which public artifact?","Which releases include inspectable model, repo, paper, or package evidence?","Do the 6 related release signals show a repeated pattern?"],"output_fields":["org","release_type","artifact","traction","data_business_lane","evidence_url"],"data_business_relevance":"Release signals show the hard edge of lab execution and help connect data-business opportunities to concrete model, repo, and deployment changes.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/9bb65749-41bb-4dfb-985e-dd5764eda856/signal.json","required":true},{"label":"source","url":"https://github.com/PaddlePaddle/PaddleSlim/releases/tag/v2.2.2","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baidu/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baidu/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/releases/signals.json","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Baidu (ERNIE)'s release signal \"PaddlePaddle/PaddleSlim v2.2.2\" for frontier lab strategy."},"semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleSlim v2.2.2","text":"Baidu (ERNIE) released PaddlePaddle/PaddleSlim v2.2.2."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleSlim v2.2.2 is classified as release signal."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleSlim v2.2.2 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"has context","object":"PaddlePaddle/PaddleSlim","text":"PaddlePaddle/PaddleSlim v2.2.2 has context PaddlePaddle/PaddleSlim."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleSlim v2.2.2 has evidence coverage 1 captured evidence page."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"has captured page count","object":"1","text":"PaddlePaddle/PaddleSlim v2.2.2 has captured page count 1."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"has readable page count","object":"1","text":"PaddlePaddle/PaddleSlim v2.2.2 has readable page count 1."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"has related signal count","object":"6","text":"PaddlePaddle/PaddleSlim v2.2.2 has related signal count 6."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"has analysis playbook objective","object":"Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.","text":"PaddlePaddle/PaddleSlim v2.2.2 has analysis playbook objective Turn model cards, repository releases, and launch artifacts into a current view of what shipped and what changed.."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleSlim v2.2.2 has source host github.com."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"has lab","object":"Baidu (ERNIE)","text":"PaddlePaddle/PaddleSlim v2.2.2 has lab Baidu (ERNIE)."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"has signal desk","object":"releases","text":"PaddlePaddle/PaddleSlim v2.2.2 has signal desk releases."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"has source host","object":"github.com","text":"PaddlePaddle/PaddleSlim v2.2.2 has source host github.com."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"has repository","object":"PaddlePaddle/PaddleSlim","text":"PaddlePaddle/PaddleSlim v2.2.2 has repository PaddlePaddle/PaddleSlim."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"has release","object":"v2.2.2","text":"PaddlePaddle/PaddleSlim v2.2.2 has release v2.2.2."}]},"intelligence":{"signal_desk":"releases","answer":"Baidu (ERNIE) published PaddlePaddle/PaddleSlim v2.2.2 (PaddlePaddle/PaddleSlim). This release signal is evidence of what shipped, changed, or was packaged for users. High-signal details: v2.2.2 Repository: PaddlePaddle/PaddleSlim Tag: v2.2.2 Published: 2022-01-21T06:37:18Z Prerelease: no Release notes: v2.2.2 Release Note 问题修复 1. 离线量化支持DataLoader..... onlylabs links this event to 1 captured evidence page and 6 related release signals.","semantic_triples":[{"subject":"Baidu (ERNIE)","predicate":"released","object":"PaddlePaddle/PaddleSlim v2.2.2","text":"Baidu (ERNIE) released PaddlePaddle/PaddleSlim v2.2.2."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"is classified as","object":"release signal","text":"PaddlePaddle/PaddleSlim v2.2.2 is classified as release signal."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"belongs to","object":"releases desk","text":"PaddlePaddle/PaddleSlim v2.2.2 belongs to releases desk."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"has context","object":"PaddlePaddle/PaddleSlim","text":"PaddlePaddle/PaddleSlim v2.2.2 has context PaddlePaddle/PaddleSlim."},{"subject":"PaddlePaddle/PaddleSlim v2.2.2","predicate":"has evidence coverage","object":"1 captured evidence page","text":"PaddlePaddle/PaddleSlim v2.2.2 has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9bb65749-41bb-4dfb-985e-dd5764eda856","url":"https://onlylabs.fyi/signals/9bb65749-41bb-4dfb-985e-dd5764eda856","json_url":"https://onlylabs.fyi/signals/9bb65749-41bb-4dfb-985e-dd5764eda856/signal.json","source_url":"https://github.com/PaddlePaddle/PaddleSlim/releases/tag/v2.2.2","title":"PaddlePaddle/PaddleSlim v2.2.2","summary":"Baidu (ERNIE) published release notes. onlylabs watches releases for what actually shipped.","context":"PaddlePaddle/PaddleSlim","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2022-01-21T06:37:18+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/PaddlePaddle/PaddleSlim/releases/tag/v2.2.2"]},"facets":{"repo":"PaddlePaddle/PaddleSlim"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/PaddlePaddle/PaddleSlim/releases/tag/v2.2.2","final_url":"https://github.com/PaddlePaddle/PaddleSlim/releases/tag/v2.2.2","title":"PaddlePaddle/PaddleSlim v2.2.2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:50.953602+00:00","bytes":2970,"raw_path":"8079fb19c797143b9878f094c91b06c2755a6dc3856caf0570ef2416afe6a68e.json","content_hash":"c7981bce7b40da104b452eba5ef0e3063f972b49361e189c47d2c995f3d2c2f3","excerpt_chars":1200,"truncated":false,"excerpt":"v2.2.2 Repository: PaddlePaddle/PaddleSlim Tag: v2.2.2 Published: 2022-01-21T06:37:18Z Prerelease: no Release notes: v2.2.2 Release Note 问题修复 1. 离线量化支持DataLoader. PR[#968](https://github.com/PaddlePaddle/PaddleSlim/pull/968) @yghstill 2. 修复非结构化稀疏训练从checkpoint恢复训练的问题。PR [#960](https://github.com/PaddlePaddle/PaddleSlim/pull/960) @minghaoBD 3. 为非结构化稀疏添加uniform sparsity功能，可以进一步加快推理速度，同时可能会带来比较小的精度损失（较上一版非结构化稀疏精度)。 [#956](https://github.com/PaddlePaddle/PaddleSlim/pull/956) @minghaoBD 4. 修复动态图非结构化稀疏跳过参数过多的问题。[#955](https://github.com/PaddlePaddle/PaddleSlim/pull/955) @minghaoBD"},"evidence_pages":[{"url":"https://github.com/PaddlePaddle/PaddleSlim/releases/tag/v2.2.2","final_url":"https://github.com/PaddlePaddle/PaddleSlim/releases/tag/v2.2.2","title":"PaddlePaddle/PaddleSlim v2.2.2","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:45:50.953602+00:00","bytes":2970,"raw_path":"8079fb19c797143b9878f094c91b06c2755a6dc3856caf0570ef2416afe6a68e.json","content_hash":"c7981bce7b40da104b452eba5ef0e3063f972b49361e189c47d2c995f3d2c2f3","excerpt_chars":1200,"truncated":false,"excerpt":"v2.2.2 Repository: PaddlePaddle/PaddleSlim Tag: v2.2.2 Published: 2022-01-21T06:37:18Z Prerelease: no Release notes: v2.2.2 Release Note 问题修复 1. 离线量化支持DataLoader. PR[#968](https://github.com/PaddlePaddle/PaddleSlim/pull/968) @yghstill 2. 修复非结构化稀疏训练从checkpoint恢复训练的问题。PR [#960](https://github.com/PaddlePaddle/PaddleSlim/pull/960) @minghaoBD 3. 为非结构化稀疏添加uniform sparsity功能，可以进一步加快推理速度，同时可能会带来比较小的精度损失（较上一版非结构化稀疏精度)。 [#956](https://github.com/PaddlePaddle/PaddleSlim/pull/956) @minghaoBD 4. 修复动态图非结构化稀疏跳过参数过多的问题。[#955](https://github.com/PaddlePaddle/PaddleSlim/pull/955) @minghaoBD"}],"related_signals":[{"id":"fef9275e-0e82-41f1-bba1-2435d0ea78fe","url":"https://onlylabs.fyi/signals/fef9275e-0e82-41f1-bba1-2435d0ea78fe","source_url":"https://github.com/PaddlePaddle/PaddleOCR/releases/tag/v3.6.0","title":"PaddlePaddle/PaddleOCR v3.6.0","context":"PaddlePaddle/PaddleOCR","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-28T11:42:29+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"fa062841-8907-4a3a-a678-e88ec59bd01f","url":"https://onlylabs.fyi/signals/fa062841-8907-4a3a-a678-e88ec59bd01f","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.6.1","title":"PaddlePaddle/PaddleX v3.6.1","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-27T14:36:14+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"f3a247db-4dde-4b63-87a2-81a1074042c0","url":"https://onlylabs.fyi/signals/f3a247db-4dde-4b63-87a2-81a1074042c0","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.6.0","title":"PaddlePaddle/PaddleX v3.6.0","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-27T13:51:59+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"f557ec7a-087a-451a-b48a-acb237277400","url":"https://onlylabs.fyi/signals/f557ec7a-087a-451a-b48a-acb237277400","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.5.2","title":"PaddlePaddle/PaddleX v3.5.2","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-05-11T04:56:45+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"e3fd3568-a19c-42c3-bb08-70344cedf067","url":"https://onlylabs.fyi/signals/e3fd3568-a19c-42c3-bb08-70344cedf067","source_url":"https://github.com/PaddlePaddle/PaddleX/releases/tag/v3.5.1","title":"PaddlePaddle/PaddleX v3.5.1","context":"PaddlePaddle/PaddleX","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-04-22T11:54:56+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"},{"id":"1908fd85-e2d7-410a-b897-a86d490d1c86","url":"https://onlylabs.fyi/signals/1908fd85-e2d7-410a-b897-a86d490d1c86","source_url":"https://github.com/PaddlePaddle/PaddleOCR/releases/tag/v3.5.0","title":"PaddlePaddle/PaddleOCR v3.5.0","context":"PaddlePaddle/PaddleOCR","kind":{"key":"release","label":"Release"},"org":{"slug":"baidu","name":"Baidu (ERNIE)","category":"frontier-lab"},"occurred_at":"2026-04-21T08:40:47+00:00","first_seen_at":"2026-06-05T20:58:47.85163+00:00","date_source":"source"}]}